Using AI and Machine learning in asset pricing and asset management is in the midst of a boom. But are portfolios based on these richly parameterized models well understood?
In this video, Bryan Kelly, Professor of Finance at Yale School of Management and Head of Machine Learning at AQR Capital Management, talks about the behavior of return prediction models in a high complexity regime and the ability of high complex models to predict recessions.
Stay up to date on financial research!
Sign-up to the Swedish House of Finance #newsletter to take part of events, listen to interviews with leading experts, and keep informed on relevant policy issues: https://bit.ly/394CT4Z
Поделиться в:
Доступные форматы для скачивания:
Скачать видео mp4
Информация по загрузке:
Скачать аудио mp3
Похожие видео
array(10) {
[0]=>
object(stdClass)#5782 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "ziXaw9CLmDs"
["related_video_title"]=>
string(108) "AI & Machine Learning in Finance: “Evaluating market efficiency in a high-dimensional world”"
["posted_time"]=>
string(21) "2 года назад"
["channelName"]=>
string(24) "Swedish House of Finance"
}
[1]=>
object(stdClass)#5755 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "AONZoaWC9v4"
["related_video_title"]=>
string(98) "AI & Machine Learning in Finance: AI Applications in the Financial Industry - Panel Discussion"
["posted_time"]=>
string(21) "2 года назад"
["channelName"]=>
string(24) "Swedish House of Finance"
}
[2]=>
object(stdClass)#5780 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "cBch6l93Z1c"
["related_video_title"]=>
string(45) "The Virtue of Complexity in Return Prediction"
["posted_time"]=>
string(21) "2 года назад"
["channelName"]=>
string(40) "Jacobs Levy Center at the Wharton School"
}
[3]=>
object(stdClass)#5787 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "q6kJ71tEYqM"
["related_video_title"]=>
string(33) "Machine Learning vs Deep Learning"
["posted_time"]=>
string(21) "3 года назад"
["channelName"]=>
string(14) "IBM Technology"
}
[4]=>
object(stdClass)#5766 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "swZsm7kH_vU"
["related_video_title"]=>
string(50) "Bryan Kelly -- Complexity in Factor Pricing Models"
["posted_time"]=>
string(19) "1 год назад"
["channelName"]=>
string(19) "Virtual Derivatives"
}
[5]=>
object(stdClass)#5784 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "EJHPltmAULA"
["related_video_title"]=>
string(75) "Fundamentals of Finance & Economics for Businesses – Crash Course"
["posted_time"]=>
string(19) "1 год назад"
["channelName"]=>
string(16) "freeCodeCamp.org"
}
[6]=>
object(stdClass)#5779 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "kVxNRigNlZg"
["related_video_title"]=>
string(61) "Myths and Realities of Data and Machine Learning in Marketing"
["posted_time"]=>
string(19) "5 лет назад"
["channelName"]=>
string(24) "Columbia Business School"
}
[7]=>
object(stdClass)#5789 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "ewa9Bi2kFb8"
["related_video_title"]=>
string(102) "AI & Machine Learning in Finance: Interview with Prof Tarun Ramadorai from Imperial College London"
["posted_time"]=>
string(21) "2 года назад"
["channelName"]=>
string(24) "Swedish House of Finance"
}
[8]=>
object(stdClass)#5765 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "blWdjRUPP6E"
["related_video_title"]=>
string(72) "Разведчик о том, как использовать людей"
["posted_time"]=>
string(25) "3 недели назад"
["channelName"]=>
string(18) "Коллектив"
}
[9]=>
object(stdClass)#5783 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "BkWPx4XcKfI"
["related_video_title"]=>
string(83) "AI Frontiers in Finance Session 2 | "Virtue of Complexity in Factor Pricing Models""
["posted_time"]=>
string(27) "8 месяцев назад"
["channelName"]=>
string(23) "AI Frontiers in Finance"
}
}